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Record W4403658312 · doi:10.1002/jac5.2034

Restrictions on pharmacist dispensing of mifepristone remain a hard pill to swallow

2024· article· en· W4403658312 on OpenAlexaboutno aff
Kelli Boyden, Randy C. Hatton, Catherine Lynch, David B. Brushwood

Bibliographic record

VenueJACCP JOURNAL OF THE AMERICAN COLLEGE OF CLINICAL PHARMACY · 2024
Typearticle
Languageen
FieldMedicine
TopicPharmaceutical studies and practices
Canadian institutionsnot available
Fundersnot available
KeywordsMifepristonePillPharmacistMedicinePharmacyFamily medicinePharmacologyBiologyPregnancy

Abstract

fetched live from OpenAlex

Abstract This analysis explores the basis for the US Food and Drug Administration (FDA) requiring a Risk Evaluation and Mitigation Strategy (REMS) for mifepristone for the termination of intrauterine pregnancy. Controversies surround mifepristone and its REMS. The safety and efficacy of mifepristone are briefly reviewed with respect to FDA's actions. It is difficult to justify the continued requirement for a REMS for mifepristone by applying the regulatory framework and considering mifepristone's safety record. Drugs with higher risks are on the US market without an FDA‐mandated REMS. Canada removed all restrictions on the use of mifepristone for abortion, which has not resulted in patient safety concerns. All pharmacists should be permitted to dispense mifepristone. The continued requirement for a mifepristone REMS in the US appears to be based more on politics rather than evidence.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.007
metaresearch head score (Gemma)0.037
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.018
Threshold uncertainty score0.058

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.037
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0020.002
Scholarly communication0.0050.003
Open science0.0010.001
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.0170.002

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.193
GPT teacher head0.515
Teacher spread0.323 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreCommentary

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2024
Admission routes1
Has abstractyes

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